correlation
Tristan_-_dclm-perplexity-correlations-spearmanr-no-samp-410m-ggufTristan_-_dclm-perplexity-correlations-1b-ggufTristan_-_dclm-perplexity-correlations-spearmanr-160m-ggufTristan_-_dclm-perplexity-correlations-spearmanr-410m-ggufTristan_-_dclm-perplexity-correlations-410m-ggufTristan_-_dclm-perplexity-correlations-spearmanr-no-samp-160m-ggufTristan_-_dclm-perplexity-correlations-160m-ggufTristan_-_dclm-perplexity-correlations-160m-smol-gguf
CorrelationQA
CorrelationQA
This dataset is from the paper: "The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs".
Dataset Description
CorrelationQA is a benchmark for evaluating hallucination in Multimodal Large Language Models (MLLMs) caused by spurious image-text correlations. The dataset contains questions paired with misleading or irrelevant images that may trigger hallucinated responses.
Dataset Structure
image: The image associated with the question… See the full description on the dataset page: https://huggingface.co/datasets/MM-Hallu/CorrelationQA.correlation_qahotels_with_suppressed_correlationclinical-narrative-coherence-outcome-correlation-mapping-v0.1What this dataset tests
Whether narrative coherenceis structurally correlated withclinical outcomes and resilience.
Required outputs
narrative coherence score
outcome alignment score
resilience correlation index
relapse risk modifier
adherence influence signal
narrative–outcome relationship
Use case
Third layer of the Healing Narrative Coherence Corpus.
muat-sigs-with-input-correlations
Subject Models for Interpretability Training
These examples are intended for training an interpreter to:
Identify what patterns a model classifies as positive based on an activation signature, with examples of: trained model + signature → pattern identification.
Signature Extraction
Neuron Profile Methods
mean, std, fourier, input_correlations, pre_activation_mean, pre_activation_std
Prompt Format
separate
Signature Dataset… See the full description on the dataset page: https://huggingface.co/datasets/maximuspowers/muat-sigs-with-input-correlations.rlvr_group_correlation